Data Description & Plots

• 22 out of 43 participant completed both scenarios
• 51 complete submissions were submitted

Education

Education level

d.sessions.completed %>%
  ggplot(aes(education_level, fill = education_level)) +
  geom_bar() +
  labs(title = "Education level distribution for completed sessions") +
  xlab("Education Level") +
  ylab("Count") +
  scale_fill_manual(values = rep("#7070FF", 5), guide = NULL)

Education field

d.sessions.completed %>%
  ggplot(aes(education_field, fill = education_field)) +
  geom_bar() +
  labs(title = "Education field distribution for completed sessions") +
  xlab("Education field") +
  ylab("Count") +
  scale_fill_manual(values = rep("#7070FF", 4), guide = NULL)

Work experience

Work domain

d.sessions.completed %>%
  ggplot(aes(work_domain, fill =work_domain)) +
  geom_bar() +
  labs(title = "Work domain distribution for completed sessions") +
  xlab("Work domain") +
  ylab("Count") +
  scale_fill_manual(values = rep("#7070FF", 11), guide = NULL)

Professional programming experience

d.sessions.completed %>%
  ggplot(aes(work_experience_programming)) +
  geom_histogram(breaks = c(-1, 0, 5, 10, 15, 20, 25, 30, 35, 40, 45, 50, 55, 60), closed="right", fill= "#7070FF", color="black") +
  labs(title = "Professional programming experience distribution for completed sessions") +
  xlab("Experience in years") +
  ylab("Count")

Professional Java experience

d.sessions.completed %>%
  ggplot(aes(work_experience_java)) +
  geom_histogram(breaks = c(-1, 0, 5, 10, 15, 20, 25, 30, 35, 40, 45, 50, 55, 60), closed="right", fill= "#7070FF", color="black") +
  labs(title = "Professional Java experience distribution for completed sessions") +
  xlab("Experience in years") +
  ylab("Count")

Signup Code

d.sessions.completed %>%
  ggplot(aes(group, fill = group)) +
  geom_bar() +
  labs(title = "Signup group distribution for completed sessions for completed sessions") +
  xlab("Signup Group") +
  ylab("Count") +
  scale_fill_manual(values = rep("#7070FF", 5), guide = NULL)